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Please enable JavaScript in your browser settings or update your browser.Challenge: Violin and Swarm Plots (Part 1) | Variances in A/B Testing
The Art of A/B Testing
course content

Course Content

The Art of A/B Testing

The Art of A/B Testing

1. What is A/B testing?
Let's StartPrepare for the TestExample A/A Test
2. Normality Check
About NormalityDescriptive StatisticsChallenge: Descriptive StatsHistograms and Box Plots Challenge: Plotting HistsChallenge: Plotting BoxplotsShapiro TestChallenge: Shapiro Test
3. Variances in A/B Testing
Violin and Swarm PlotsChallenge: Violin and Swarm Plots (Part 1)Challenge: Violin and Swarm Plots (Part 2)Levene's TestChallenge: First Levene's TestChallenge: Second Levene's Test
4. T-Test
Graphical Results of Previous StudiesThe First T-TestChallenge: Second T-testThe Third T-TestChallenge: Fourth T-Test
5. U-Test
Metrics Challenge: Define metricChallenge: Another Normality TestThe First U-TestChallenge: The Second U-TestChallenge: The Last U-TestThe Third U-testResults

bookChallenge: Violin and Swarm Plots (Part 1)

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

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Everything was clear?

How can we improve it?

Thanks for your feedback!

Section 3. Chapter 2
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bookChallenge: Violin and Swarm Plots (Part 1)

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

Section 3. Chapter 2
toggle bottom row

bookChallenge: Violin and Swarm Plots (Part 1)

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

Task

In this task, you need to build a violin and a swarm plot on the same canvas. These charts should be built for the 'Purchase' column. Compare the variances: are they similar?

  1. Import the libraries.
  2. Concatenate the dataframes.
  3. Build the violin plots.
  4. Build the swarm plots.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Section 3. Chapter 2
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
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